Category: 7. Maths

We obtain financial transaction data from ekko²⁰, a sustainable banking FinTech company, alongside several government datasets. These include the Index of Multiple Deprivation (IMD)²¹ , Living Cost and Food Survey (LCFS)²², and UK Multi-Region…

The MathOdyssey dataset was meticulously designed to evaluate the mathematical reasoning capabilities of large language models (LLMs). The creation process involved structured stages, including expert recruitment, problem development, review,…

This section presents the architecture, learning framework, and overall workflow of the proposed hybrid reinforcement learning and knowledge graph-based system for financial risk optimization in healthcare systems. We describe the proposed…

Generally, effective zero-watermarking necessitates both durability and invisibility. Zero-watermarking is exceptionally imperceptible by design, and durability is a critical requirement. In this section, we will conduct a series of tests to…

Dataset collection

This experiment uses the Automated Student Assessment Prize (ASAP) dataset, which contains a large number of English compositions primarily designed to evaluate students’ writing proficiency. The ASAP dataset includes eight…

U-Zr based metallic fuels have been recognized as a promising nuclear fuel candidate for sodium-cooled fast reactors (SFRs)References¹. One critical phenomenon affecting the performance of these fuels is fuel/cladding chemical interaction (FCCI),…

Datasets collection

In the selection process of furniture models for this study, it screens based on key factors such as diversity, functionality, and practical application needs. This study chooses the 3D- Furniture Shape with TextURE (FUTURE)…

Pulse sequence design using Seedless

Specific instructions for how to setup a Seedless input script are provided (Supplementary Note 4). The examples described in this work are provided as demonstrations that come with the software download. A…

In this section, we present an overview of BloodCCTV-9500, the architecture of the blood detection network, and a feasibility study. Additionally, we discuss the modifications made to the InceptionV3 model to improve detection capabilities….

This section describes the core architecture of our proposed RPAU-Net++ model, detailing the integration of three key components the ResNet-50 encoder, JPFM, and CBAM. The synergistic combination of these modules is specifically designed to…